Bayesian Methods for Repeated Measures

Name: Bayesian Methods for Repeated Measures
Brand: Apple Academic Press Inc.
SKU: 9781482248197
Price: 1040.7 RON
Availability: PreOrder

Autor: Lyle D. Broemeling

Limbă:

Legare: Copertă tare

Editura: Apple Academic Press Inc.

Disponibilitate: Retipărire preconizată

Termenul este necunoscut

1 040.70 lei

Analyze Repeated Measures Studies Using Bayesian TechniquesGoing beyond standard non-Bayesian books,...

Informații despre carte

Autor

Lyle D. Broemeling

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2015

Pagini

568

EAN

9781482248197

ISBN

9781482248197

Enbook ID

09407244

Editura

Apple Academic Press Inc.

Greutate

1028

Dimensiuni

241 x 165 x 36

Descriere completă

Analyze Repeated Measures Studies Using Bayesian Techniques

Going beyond standard non-Bayesian books, Bayesian Methods for Repeated Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many inferential methods for analyzing repeated measures in various scientific areas, especially biostatistics.

The author takes a practical approach to the analysis of repeated measures. He bases all the computing and analysis on the WinBUGS package, which provides readers with a platform that efficiently uses prior information. The book includes the WinBUGS code needed to implement posterior analysis and offers the code for download online.

Accessible to both graduate students in statistics and consulting statisticians, the book introduces Bayesian regression techniques, preliminary concepts and techniques fundamental to the analysis of repeated measures, and the most important topic for repeated measures studies: linear models. It presents an in-depth explanation of estimating the mean profile for repeated measures studies, discusses choosing and estimating the covariance structure of the response, and expands the representation of a repeated measure to general mixed linear models. The author also explains the Bayesian analysis of categorical response data in a repeated measures study, Bayesian analysis for repeated measures when the mean profile is nonlinear, and a Bayesian approach to missing values in the response variable.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Bayesian Methods for Repeated Measures

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și